Start with a narrow problem
Each product begins with a specific workflow, user, and decision boundary rather than a broad AI promise.
Product studio · controlled product programs · open-source tools
Focused software for complicated work.
MahumTech builds narrow products around reviewable workflows: four controlled design-partner programs and two open-source tools available to evaluate now.
- Design-partner programs
- Open-source releases
- Published stage labels
Product programs
Four products in deliberately named pilot, beta, or validation stages.
Open source
Two released tools with public documentation and adoption paths.
CoLedger· Design-partner pilot
Lawli· Private controlled beta
ABACare· Design-partner pilot
SubOps· Controlled-beta validation
CrewScore· Released open source
GitPin· Released open source
How we build
Evidence before expansion
We keep product stage, user access, and public claims aligned with what is actually available today.
Keep people in control
Design-partner programs keep operators in the feedback loop and put explicit human gates around consequential actions.
Make results traceable
Deterministic calculations, source links, decision records, and bounded AI make important outputs easier to review.
Publish proof and adoption paths
Released tools carry public rules, documentation, validation boundaries, and a reproducible path from evaluation to use.
Product portfolio
Products at clearly published stages
Visit each public product surface for its current scope. Stage labels distinguish controlled programs from released open-source software.
4 controlled programs · 2 open-source releases
Finance operations
CoLedger
Paid design-partner pilot
coledger.ai
Source-linked operating packs, close status, and covenant checks designed for human-reviewed private-equity operating reviews.
Legal workflows
Lawli
Private controlled beta
lawli.ai
Texas-first document and filing guidance with deadline support, clerk-return preflight, clear user control, and attorney escalation.
ABA practice operations
ABACare
Design-partner pilot
abacare.ai
Human-gated authorization, documentation, billing, and care-continuity workflows for design-partner ABA practices.
Settlement review
SubOps
Controlled-beta validation
subops.ai
Contract-grounded settlement review with deterministic calculations and source-backed findings for lines that need a second look.
AI agent guardrails
CrewScore
Released open source
crewscore.ai
An offline deterministic check for 23 published controls across eight dimensions—not proof of runtime safety.
Agent delivery assurance
GitPin
Released open source
shmindmaster.github.io/gitpin
A read-only, Git-HEAD-pinned search → prove → verify gate with re-checkable path, line, and commit evidence.
Open-source adoption
CrewScore and GitPin are available now
Start with the published controls and verification boundaries, then decide whether either tool belongs in your agent-delivery workflow.
Choose the path that matches your intent
MahumTech has separate paths for controlled product programs, released open-source tools, and new workflow problems.
Controlled programs
Join a design-partner conversation
Bring the workflow, decision boundary, and current operating constraint for one of the four controlled products.
Discuss a design-partner pilotAvailable now
Evaluate released tools
Review CrewScore or GitPin, their published boundaries, and the adoption path before deciding whether either fits.
Evaluate the open-source toolsProduct discovery
Bring a narrow workflow problem
Share where work slows down or decisions lose traceability. The first question is whether a focused product should exist.
Share a workflow problemSchedule with the founder
Prefer async or phone? Use the form or call +1 346-420-5659.
Start with the product or workflow that matters most
We welcome design-partner inquiries, product collaborations, and questions about adopting our open-source tools.
Share your inquiryContact
Start with fit, not a sales package
Tell us which product, workflow, or open-source tool matters. Your message goes directly to the MahumTech team for a bounded next-step decision.
- 1
Choose the path
Name the product or narrow workflow you want to evaluate.
- 2
Make the boundary explicit
Share the operating constraint, decision owner, and what must remain human-reviewed.
- 3
Leave with a next step
Continue to a scoped product conversation, an open-source evaluation path, or a clear no-fit.
Talk with MahumTech
Product inquiries
Use the form or email [email protected].
Product support
[email protected]Phone
+1 346-420-5659Office
6847 Emerson Ln, Sugar Land, TX 77479
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