In This Article
Introduction
Most published lists of OpenClaw consulting firms are written by one of the firms on the list. Treat them as marketing. The firm that is best for you is the one that scores highest against your own project's requirements, and the most reliable way to find it is to score every option the same way.
This guide gives you a weighted scorecard to do exactly that: nine criteria, a default weighting, what a strong and a weak answer look like, the evidence to request, and a blank template you can copy into a spreadsheet.
How to Use the Scorecard
- Set your weights. Start with the defaults below (they add up to 100) and adjust them for your situation.
- Send every firm the same brief. Comparable inputs produce comparable proposals.
- Score each criterion from 1 to 5 using the evidence the firm provides. If a firm cannot provide evidence for a criterion, score it 1 or 2.
- Calculate weighted points for each criterion as weight multiplied by score, divided by 5. Add them up for a total out of 100.
- Compare price separately. Divide each quote by the firm's total to get a cost per point, then weigh that against your budget.
Have two people score independently and compare notes. Large disagreements usually point to a question you have not asked yet.
The Nine Criteria and Weights
| Criterion | Default weight | What a 5 looks like | What a 1 looks like |
|---|---|---|---|
| OpenClaw production experience | 20 | Several live OpenClaw systems with references you can call and real uptime, error, and cost figures | Demos or screen recordings only |
| Runtime depth | 10 | Engineers who have read and changed the runtime, ideally with a merged PR in openclaw/openclaw | Knowledge limited to docs and tutorials |
| Security and compliance approach | 15 | Written methodology covering sandboxing, secrets, network isolation, prompt injection, logging, and your regulatory needs | Security raised only when you ask |
| Architecture and integration capability | 15 | Clear design for your agents, Skills, channels, and systems, with failure modes and failover addressed | Generic architecture that ignores your stack |
| Scoping and pricing clarity | 10 | Fixed scope with deliverables, exclusions, assumptions, milestones, and a change-order process | Open-ended hourly estimate |
| Documentation and handoff | 10 | Runbooks, architecture notes, training, and full access to configuration and custom code | No written handoff; partner holds the only copy |
| Post-launch support | 10 | Warranty period, defined support hours and response times, named contacts | No support commitment after launch |
| Team continuity and capacity | 5 | Named engineers, backup coverage, and a confirmed start date | Single person with no backup |
| Communication fit | 5 | Clear, jargon-free proposal and responsive, honest answers during evaluation | Slow, vague, or evasive during the sales process |
Evidence to Request for Each Criterion
Production experience. A reference call with a client whose OpenClaw system has been live for at least a few months. Ask the reference what broke and how quickly it was fixed.
Runtime depth. Ask which engineers have worked in the OpenClaw source and what they changed. If the firm claims upstream contributions, ask for the merged pull request links and check them on GitHub. Our article on why upstream contributions matter explains how to verify them.
Security and compliance. A written description of the security approach for your deployment, plus how it maps to any obligations you have (HIPAA, SOC 2 scope, state privacy laws, PCI DSS).
Architecture and integrations. A short architecture outline in the proposal showing agents, Skills, channels, the systems each one touches, and how failures and model failover are handled.
Scoping and pricing. A scope document with deliverables, exclusions, assumptions, milestones, and the change-order process.
Documentation and handoff. A sample runbook or redacted documentation from a past project, and confirmation that you will hold all configuration and custom code.
Post-launch support. Warranty length, support hours, response times, and retainer terms in writing.
Continuity and capacity. The names of the engineers assigned, who covers for them, and a confirmed start date.
Communication fit. Score this on how the firm behaves during evaluation: the clarity of its proposal and the directness of its answers.
Adjusting the Weights for Your Situation
Regulated industry (healthcare, finance, legal). Raise security and compliance to 25, taking 5 points from production experience and 5 from scoping and pricing.
Multi-agent or heavily integrated system. Raise architecture and integration capability to 20 and runtime depth to 15, and reduce scoping and pricing to 5 and post-launch support to 5.
Your team will run the system after launch. Raise documentation and handoff to 15 and reduce post-launch support.
Simple single-agent setup with a tight budget. Lower runtime depth and architecture weights, and give more attention to the cost-per-point comparison.
Whatever you change, keep the total at 100 so that scores stay comparable.
A Worked Example
An illustrative evaluation of three anonymous options for a customer-facing support agent with four integrations, using the default weights. Firm A is a specialist OpenClaw firm, Firm B is a generalist AI agency, and Firm C is an independent consultant. The figures are hypothetical.
| Criterion (weight) | Firm A score | Firm B score | Firm C score |
|---|---|---|---|
| Production experience (20) | 5 | 3 | 4 |
| Runtime depth (10) | 4 | 1 | 3 |
| Security and compliance (15) | 5 | 4 | 3 |
| Architecture and integration (15) | 4 | 5 | 3 |
| Scoping and pricing (10) | 4 | 4 | 3 |
| Documentation and handoff (10) | 5 | 4 | 2 |
| Post-launch support (10) | 4 | 5 | 2 |
| Continuity and capacity (5) | 3 | 5 | 1 |
| Communication fit (5) | 4 | 4 | 5 |
| Weighted total (out of 100) | 88 | 76 | 60 |
| Illustrative quote | $18,000 | $40,000 | $6,000 |
| Cost per point | $205 | $526 | $100 |
How to read it: Firm C has the lowest cost per point, but its low scores on handoff, support, and continuity are exactly the areas that matter for a customer-facing system. Firm B scores well on support and capacity but costs much more per point. For this project, Firm A is the strongest value. For a simple internal agent that your own engineers will maintain, the weights would shift and Firm C could reasonably come out ahead.
Blank Scorecard Template
Copy this into a spreadsheet, adjust the weights, and score each firm from 1 to 5.
| Criterion | Weight | Firm A | Firm B | Firm C |
|---|---|---|---|---|
| OpenClaw production experience | 20 | |||
| Runtime depth | 10 | |||
| Security and compliance approach | 15 | |||
| Architecture and integration capability | 15 | |||
| Scoping and pricing clarity | 10 | |||
| Documentation and handoff | 10 | |||
| Post-launch support | 10 | |||
| Team continuity and capacity | 5 | |||
| Communication fit | 5 | |||
| Weighted total | 100 | |||
| Quote | ||||
| Cost per point |
Need the questions to put in front of each firm? Our guide on how to choose an OpenClaw consultant lists them, and the OpenClaw RFP template turns them into a formal request.
How OpenClaw Consult Approaches This
OpenClaw Consult is a specialist OpenClaw firm, and we expect to be scored like anyone else. When a prospective client evaluates us, we provide a written fixed scope with deliverables, exclusions, and milestones; a description of the security approach for their deployment; the engineers who will do the work; and details of the 30-day warranty and optional maintenance retainer. Our team has contributed a merged fix to OpenClaw core (openclaw/openclaw#76345), which anyone can verify on GitHub.
Frequently Asked Questions
How do I evaluate an OpenClaw consulting firm?
Score each firm against the same weighted criteria: OpenClaw production experience, runtime depth, security and compliance approach, architecture and integration capability, scoping and pricing clarity, documentation and handoff, post-launch support, team continuity, and communication fit. Base each score on evidence the firm provides, not on claims.
Which criteria matter most when comparing OpenClaw consulting firms?
For most production builds, OpenClaw production experience, security and compliance approach, and architecture and integration capability carry the most weight. Regulated businesses should raise the security weight, and teams that plan to run the system themselves should raise the documentation and handoff weight.
Should price be part of the scorecard?
Score capability first, then compare price separately. Dividing each quote by the firm's weighted score gives a cost per point that shows value more clearly than the headline price, and it stops a low quote from hiding gaps in security or handoff.
How many OpenClaw consulting firms should I evaluate?
Two to four is usually enough. Fewer gives you no comparison; more makes it hard to give each proposal a careful read and a reference call.
What evidence should an OpenClaw consulting firm provide?
A live production reference you can call, a sample runbook or redacted documentation, a written security approach, a scope document with exclusions and milestones, the names of the engineers who will do the work, and, if they claim runtime contributions, links to merged pull requests in openclaw/openclaw.
Conclusion
A scorecard turns a subjective choice into a comparison you can defend. Weight the criteria for your project, score every firm on evidence, compare price per point rather than headline price, and call references before you sign.
If you would like our team to respond to your scorecard or brief, talk to our team. Our team replies within one business day.