Quematics

Data science powerhouse empowering professionals & businesses by unlocking their true potential through advanced analytics, machine learning & AI.

[Quematics @quematics]

18 articles. 5 frameworks. The complete VCSE commissioning analytics series. Article 18 — end-to-end reporting automation from Charitylog and Mosaic to every commissioner portal: → https://t.co/A0q9SQWuNt #VCSE #ReportingAutomation #Charitylog #PowerBI

[Quematics @quematics]

One Power BI data model. Three commissioner reports. All from the same consistent data. How the multi-commissioner dashboard architecture works — Article 17: → https://t.co/cAXNMCDMMB #PowerBI #MultiCommissioner #VCSE #DataArchitecture

[Quematics @quematics]

Multi-commissioner reporting doesn’t need more data collection. Collect the right data once, apply commissioner-specific rules at reporting layer. One canonical dataset. Multiple reports. No inconsistency.
Article 16: https://t.co/dUDkQDq7cO #VCSE #MultiCommissioner

[Quematics @quematics]

VCSEs holding NHS, LA and combined authority contracts aren’t dealing with 3 separate data challenges. They’re facing one challenge that’s 3x more complex: the multi-commissioner data problem nobody talks about.
Article 15: https://t.co/vEI2m5ZgRo #VCSE #MultiCommissioner

[Quematics @quematics]

Manual social value reporting is no longer viable under the Procurement Act. The volume of evidence required exceeds what manual processes can handle every quarter. How Quematics automates it:
Article 14: https://t.co/iFJWcJLDHX #SocialValue #ProcurementAct #VCSE #PowerBI

[Quematics @quematics]

Discovering social value underperformance at the reporting deadline? That's a delivery problem that monitoring would have caught in month 4. 3-step guide to building a social value data system that holds up: → https://t.co/I2DDODlRXT #SocialValue #ProcurementAct #VCSE

[Quematics @quematics]

Social value KPIs: three levels. Outputs — counted. Outcomes — tracked longitudinally. Impact — compared against population benchmarks. Most VCSEs collect level 1 only. Commissioners want level 2. Article 12: → [https://t.co/UmeO0dxVzH #SocialValue #ProcurementAct #VCSE

[Quematics @quematics]

Procurement Act 2023 — April 2026 provisions now live. Social value KPIs are contractual and published. Below-threshold suppliers visible for the first time. Contracts Finder replaced by CDP.
Article 11: https://t.co/tosEsIUa2n #ProcurementAct #VCSE #SocialValue

[Quematics @quematics]

Employment & skills contracts from combined authorities need different data infrastructure than NHS or LA contracts. Outcome definitions, evidence standards & ESFA returns all matter.
Article 10: https://t.co/ZKqeR4VP2M #DevolvedCommissioning #VCSE #Employment

[Quematics @quematics]

Social value KPIs under combined authority contracts are now contractual, tracked and published on the Central Digital Platform. Commitments made at bid stage are live performance requirements throughout delivery.Article 9: https://t.co/NHdbPrM1cU #SocialValue #CombinedAuthority

[Quematics @quematics]

Combined authority contracts growing fast for VCSEs. Employment outcomes. Social value KPIs. Skills outputs. Each CA has its own framework, its own format. Article 8 — devolved commissioning and VCSE data: → https://t.co/SCMc7cpeD0 #CombinedAuthority #VCSE #SocialValue

[Quematics @quematics]

VCSE services are delivering BCF impact, but the data to prove it often isn’t in the right form. 4-step data strategy: map your metric → longitudinal tracking → validated outcomes → population comparison.
Article 7: https://t.co/li9hRYq16W #BCF #VCSE #DataStrategy #Prevention

[Quematics @quematics]

Three BCF metrics. Three accountability points for VCSEs: Non-elective admissions, delayed discharges & long-term care admissions. If your service affects any of these, here’s the evidence you need.
Article 6: https://t.co/2wH6vtQXL8…utcomes-evidence/ #BCF #VCSE #Prevention #NHS

[Quematics @quematics]

Better Care Fund reformed for 2026/27. VCSEs in prevention, intermediate care & discharge support now face structured evidence requirements against 3 key metrics: Falls, delayed discharges & long-term care admissions.
Article 5: https://t.co/Xq3n4DG3cj #BCF #VCSE #Prevention #NHS

[Quematics @quematics]

VCSEs are spending up to 8 days per cycle on manual adult social care reporting. Power BI connected to Charitylog, Lamplight or Excel eliminates this. Data in once, commissioner reports out automatically.
Article 4: https://t.co/xGdkJcm1YL #VCSE #PowerBI #AdultSocialCare

[Quematics @quematics]

Client Level Data has replaced SALT in adult social care. Individual records for every person, pathway & outcome. Local authorities now need this from VCSE providers. Most aren’t ready yet.
Article 3: https://t.co/RlNvIzVxRA…lient-level-data/ #CLD #AdultSocialCare #VCSE #CareAct

[Quematics @quematics]

ASCOF drives what local authorities must evidence to CQC. If your VCSE delivers adult social care, your data feeds that chain — Quality of life, carer resilience, safety & care admissions. Article 2: https://t.co/VOMiAoWuMW #ASCOF #VCSE #AdultSocialCare #Commissioning

[Quematics @quematics]

Local authority adult social care contracts changed in 2026. VCSEs must now produce ASCOF-aligned outcome data, not just activity counts. Most aren't collecting the right format yet. Article 1: https://t.co/m6awLp80aO #VCSE #ASCOF #Commissioning

[Quematics @quematics]

A 40-bed care home going from 85% to 95% occupancy = £62,400 more income per year. Most operators see that gap in a monthly account — 3 weeks late. Live occupancy analytics fixes this. → https://t.co/b4Wj41VZO8 #CareHome #Occupancy #Finance

[Quematics @quematics]

The Safe domain gets the most CQC Requires Improvement ratings in care homes. Not because care is unsafe — because the evidence infrastructure often isn't there. Power BI builds it. → https://t.co/5zZVGlXa7L #CQC #SafeDomain #CareHome