TRL 4 Asset · AI Ops

opspilot.ai

AI operations workspace for field-service teams to dispatch work, capture proof, and escalate exceptions in one flow.

Score 86/100 TRL 4 validated prototype USUKEAMA
Commercial note

Strong fit for service-heavy buyers with immediate ops pain.

Acquire asset: placeholder $18k–$35k · Scale package: placeholder from $80k+

Placeholder note: replace pricing, evidence and legal copy before public launch.
Problem

What pain this asset closes first

  • Jobs are coordinated across chat, spreadsheets and disconnected point tools.
  • Managers lack real-time proof of work and exception visibility.
  • Audit trails are weak when clients dispute service completion.
Buyer + timing

Who should care

Primary buyer: Facilities, security, maintenance and field-service operators

Why now: Service businesses are under margin pressure and need better dispatch, proof and compliance without funding a full custom platform on day one.

Included at TRL 4
  • Dispatcher dashboard prototype
  • Mobile proof-capture flow
  • Exception queue and escalation logic
  • Architecture map for edge + cloud workflow
  • Controlled validation notes and TRL 4 evidence checklist
Not included yet
  • Production mobile app
  • Live ERP / FSM integrations
  • Pilot metrics from external customers
  • Enterprise SLA, QA and production support
Geo fit

Choose the best wedge by market

Primary buyer

Regional facilities franchises and multi-site service operators

Market wedge

Cut missed jobs, truck rolls and dispute resolution time

Pricing logic

Per location or per active field crew

Friction

Existing FSM stack and buyer reluctance to switch dispatch core

Primary buyer

Compliance-heavy service vendors and outsourced ops teams

Market wedge

Stronger audit trails for contracted service work

Pricing logic

Per active crew + reporting pack

Friction

Procurement, data retention and reporting expectations

Primary buyer

Distributor-led service networks and multi-country operators

Market wedge

Standardise tasks and proof across fragmented regional teams

Pricing logic

Channel partner + seat bundle

Friction

Localization and mixed connectivity environments

Roadmap

Visible path from TRL 4 to deployment

TRL 4

Integrated prototype validated in lab.

TRL 5

Validate in a relevant environment.

TRL 6

Demonstrate the full system.

TRL 7

Pilot in an operational setting.

TRL 8

Qualify and harden the system.

TRL 9

Sustained real-world operation.

Evidence pack
Prototype screensReplace with real mockups
Architecture diagramReplace with PDF or image
Validation notesReplace with test summary
Metrics and operating notes

Latency target

<300 ms placeholder

Primary KPI

Jobs completed with proof

Value wedge

Lower rework / faster dispute resolution

Road to TRL 7

Pilot with 1–2 field-service operators

Related assets

Cross-sell or compare

Use related assets to keep the buyer inside the catalog if the first card is not the right fit.

auditmesh.ai

Compliance / Cyber

84/100

AI evidence room for SMB security and compliance prep, turning scattered documents into structured control packs.

UKUSEAMATRL 4

Buyer: SMB CTOs, MSPs and compliance consultants

Pain: Audit preparation is still manual and document ownership is unclear.

retailpilot.io

Retail Ops

79/100

Store execution cockpit for chain operators to track promos, tasks, compliance photos and exceptions across locations.

USEAMAUKTRL 4

Buyer: Retail operations managers, franchise groups and field merch teams

Pain: Store execution is inconsistent across locations.